Simulation results

Number of data sets completed
Model SM 3close_30 3wellsep_30 3wellsep_100 3wellsep_300
conjDEE withSM 48 100 100 98
conjDEE noSM NA 100 98 86
Average computation time
Model SM 3close_30 3wellsep_30 3wellsep_100 3wellsep_300
conjDEE withSM 25.76 21.20 78.96 291.01
conjDEE noSM NA 18.06 67.45 208.26
Adjusted RAND Index
Model SM 3close_30 3wellsep_30 3wellsep_100 3wellsep_300
conjDEE withSM 0.54 0.93 0.89 0.79
conjDEE noSM NA 0.93 0.77 0.69
KL Divergence
Model SM 3close_30 3wellsep_30 3wellsep_100 3wellsep_300
conjDEE withSM 0.13 0.06 0.02 0.01
conjDEE noSM NA 0.06 0.03 0.02
MAP(K)
Model SM 3close_30 3wellsep_30 3wellsep_100 3wellsep_300
conjDEE withSM 3 3 3 3
conjDEE noSM NA 3 4 6

Traceplots for well-separated case

n = 30

n = 100

n=30 with split/merge

n=100 with split/merge